It is also worthwhile to mention that, although the motivation of this paper is to study iMCID, our formulation of this problem can be similarly applied to other scenarios as well, such as the covariate-adjusted Youden index [1]}, one-bit compressed sensing [2]}, linear binary response model [3]}, [4]}, and personalized medicine [5]}. Interested readers could refer to [6]} for those examples.
